AI SaaS: A website to fine-tune LLM model according to your requirements

Hey fellow entrepreneurs and AI enthusiasts!

I'm exploring a business idea and would love your thoughts and feedback. The concept is a SaaS platform that allows users to easily fine-tune large language models (LLMs) on their own datasets without needing deep technical expertise. Here's the gist:

The Problem:

Many businesses and researchers want to leverage LLMs for specific use cases, but fine-tuning these models requires significant technical knowledge and resources.

The Solution:

A user-friendly web platform where users can:

1. Choose from popular LLM architectures
2. Upload their own dataset or input text
3. Configure fine-tuning parameters through an intuitive interface
4. Automatically fine-tune the model on our GPU infrastructure
5. Download the fine-tuned model or use it via API

Key Features:

• No coding required
• Scalable cloud infrastructure
• Support for various fine-tuning techniques (prompt tuning, adapter tuning, full fine-tuning)
• Job monitoring and results visualization
• API access for integrated use in applications

Target Market:

• Researchers without extensive ML engineering resources
• Startups building AI-powered products
• Enterprises looking to customize LLMs for internal use

Monetization:

Tiered subscription model based on usage (compute time, model size, etc.) + potential enterprise contracts for high-volume users.

I'd really appreciate your thoughts on:

1. Is this solving a real pain point?
2. Would you use a service like this? Why or why not?
3. What features would make this a must-have for you?
4. Any foreseeable obstacles or considerations I'm missing?
5. Suggestions for go-to-market strategy?

Thank you!